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researcher

Simone Stumpf

7 papers hereh-index 590 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author7

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.HC5
  • cs.AI1
  • cs.LG1
same name
  • Simone Stumpf — 4 papers, h 8
  • Simone Stumpf — 4 papers, h 3
  • Simone Stumpf — 2 papers, h 2
  • Simone Stumpf — 1 paper, h 2
  • Simone Stumpf — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedEXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations

38 citations · 63 across the 6 of their papers we have counts for

collaborators
Showing 2024 · cs.HCShow all

2 papers · 2 filters

cs.HC2024★ 8 cited

Representation Debiasing of Generated Data Involving Domain Experts

Aditya Bhattacharya, Simone Stumpf, Katrien Verbert

Biases in Artificial Intelligence (AI) or Machine Learning (ML) systems due to skewed datasets problematise the application of prediction models in practice. Representation bias is…

cs.HC2024★ 8 cited

An Explanatory Model Steering System for Collaboration between Domain Experts and AI

Aditya Bhattacharya, Simone Stumpf, Katrien Verbert

With the increasing adoption of Artificial Intelligence (AI) systems in high-stake domains, such as healthcare, effective collaboration between domain experts and AI is imperative.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.